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Legend: Palais des congrès de Montréal = CC, Le Westin Montréal = W, Intercontinental Montréal = I
A * preceding a session name means that the session is an applied session.
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Keyword Search Criteria: random forests returned 12 record(s)
Sunday, 08/04/2013
Subgroup Identification in Randomized Clinical Trial Data Using Random Forests and Regression Trees
Jared Foster, University of Michigan; Jeremy Taylor, University of Michigan; Bin Nan, University of Michigan
5:05 PM

Monday, 08/05/2013
Clicks and Cliques: What Makes a Community Work (Data Expo '13)
Dianne H. Cook, Iowa State University; Natalia Da Silva, Iowa State University; Ignacio Alvarez-Castro , Iowa State University


A Data-Adaptive Approach to Modeling Propensity Scores for Inverse Weighted Estimation of Causal Effects
Yeying Zhu, Pennsylvania State University
8:35 AM

The Convergence Rate of Majority Vote Under Exchangeability
Miles Lopes, UC Berkeley
10:50 AM

A Study of Random Forests Using Robust Aggregation Methods and Splitting Criterion
Marie-Hélène Roy, HEC Montreal; Denis Larocque, HEC Montréal
2:50 PM

Boosting with Fully Grown Trees
J. Brian Gray, University of Alabama; Jie Xu, University of Alabama
3:35 PM

Wednesday, 08/07/2013
Mixed Effects Trees and Random Forests for Clustered Data
Ahlem Hajjem, ESG UQAM; François Bellavance, HEC Montréal; Denis Larocque, HEC Montréal
10:35 AM

Using Random Forests to Estimate Win Probability Before Each Play of an NFL Football Game
Dennis Lock, Iowa State University; Dan Nettleton, Iowa State University
11:35 AM

Respondents: Who Art Thou? Comparing Internal, Temporal, and External Validity of Survey Response Propensity Models Based on Random Forests and Logistic Regression Models
Trent Buskirk, Nielsen; Brady West, Institute for Social Research; Anh Thu Burks, Nielsen
2:05 PM

Deduplicating Text Records Using Clustering and Aggregation of Conditional Classifiers
Samuel Ventura, Carnegie Mellon University; Rebecca Nugent, Carnegie Mellon University
2:05 PM

Regression Trees and Forests for Nonhomogeneous Poisson Process
Walid Mathlouthi; Denis Larocque, HEC Montréal; Marc Fredette, HEC Montreal
2:35 PM

Thursday, 08/08/2013
Random Forest Variable Selection Among Correlated Variables
Joy Toyama; Christina Kitchen, UCLA
9:20 AM




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